US10782353B2 - Lithium ion battery residual capacity estimation device - Google Patents
Lithium ion battery residual capacity estimation device Download PDFInfo
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- US10782353B2 US10782353B2 US15/759,460 US201615759460A US10782353B2 US 10782353 B2 US10782353 B2 US 10782353B2 US 201615759460 A US201615759460 A US 201615759460A US 10782353 B2 US10782353 B2 US 10782353B2
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- HBBGRARXTFLTSG-UHFFFAOYSA-N Lithium ion Chemical compound [Li+] HBBGRARXTFLTSG-UHFFFAOYSA-N 0.000 title claims abstract description 100
- 229910001416 lithium ion Inorganic materials 0.000 title claims abstract description 100
- 239000007858 starting material Substances 0.000 claims abstract description 81
- XLYOFNOQVPJJNP-UHFFFAOYSA-N water Substances O XLYOFNOQVPJJNP-UHFFFAOYSA-N 0.000 claims description 7
- 238000010248 power generation Methods 0.000 claims description 4
- 230000001934 delay Effects 0.000 claims 1
- 238000000034 method Methods 0.000 description 17
- 230000015556 catabolic process Effects 0.000 description 14
- 238000006731 degradation reaction Methods 0.000 description 14
- 238000012423 maintenance Methods 0.000 description 12
- 238000010586 diagram Methods 0.000 description 10
- 238000005516 engineering process Methods 0.000 description 8
- 238000001514 detection method Methods 0.000 description 5
- 230000005856 abnormality Effects 0.000 description 3
- 238000007599 discharging Methods 0.000 description 3
- 238000010438 heat treatment Methods 0.000 description 2
- 238000012417 linear regression Methods 0.000 description 2
- 238000005259 measurement Methods 0.000 description 2
- 230000008569 process Effects 0.000 description 2
- 230000001172 regenerating effect Effects 0.000 description 2
- 238000010792 warming Methods 0.000 description 2
- 238000010521 absorption reaction Methods 0.000 description 1
- 230000004075 alteration Effects 0.000 description 1
- 238000006243 chemical reaction Methods 0.000 description 1
- 238000002485 combustion reaction Methods 0.000 description 1
- 230000005611 electricity Effects 0.000 description 1
- 239000000446 fuel Substances 0.000 description 1
- 230000007246 mechanism Effects 0.000 description 1
- 239000007784 solid electrolyte Substances 0.000 description 1
- 239000002699 waste material Substances 0.000 description 1
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Classifications
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- G—PHYSICS
- G01—MEASURING; TESTING
- G01R—MEASURING ELECTRIC VARIABLES; MEASURING MAGNETIC VARIABLES
- G01R31/00—Arrangements for testing electric properties; Arrangements for locating electric faults; Arrangements for electrical testing characterised by what is being tested not provided for elsewhere
- G01R31/36—Arrangements for testing, measuring or monitoring the electrical condition of accumulators or electric batteries, e.g. capacity or state of charge [SoC]
- G01R31/382—Arrangements for monitoring battery or accumulator variables, e.g. SoC
- G01R31/3842—Arrangements for monitoring battery or accumulator variables, e.g. SoC combining voltage and current measurements
-
- B—PERFORMING OPERATIONS; TRANSPORTING
- B60—VEHICLES IN GENERAL
- B60R—VEHICLES, VEHICLE FITTINGS, OR VEHICLE PARTS, NOT OTHERWISE PROVIDED FOR
- B60R16/00—Electric or fluid circuits specially adapted for vehicles and not otherwise provided for; Arrangement of elements of electric or fluid circuits specially adapted for vehicles and not otherwise provided for
- B60R16/02—Electric or fluid circuits specially adapted for vehicles and not otherwise provided for; Arrangement of elements of electric or fluid circuits specially adapted for vehicles and not otherwise provided for electric constitutive elements
- B60R16/03—Electric or fluid circuits specially adapted for vehicles and not otherwise provided for; Arrangement of elements of electric or fluid circuits specially adapted for vehicles and not otherwise provided for electric constitutive elements for supply of electrical power to vehicle subsystems or for
-
- H—ELECTRICITY
- H01—ELECTRIC ELEMENTS
- H01M—PROCESSES OR MEANS, e.g. BATTERIES, FOR THE DIRECT CONVERSION OF CHEMICAL ENERGY INTO ELECTRICAL ENERGY
- H01M10/00—Secondary cells; Manufacture thereof
- H01M10/05—Accumulators with non-aqueous electrolyte
- H01M10/052—Li-accumulators
- H01M10/0525—Rocking-chair batteries, i.e. batteries with lithium insertion or intercalation in both electrodes; Lithium-ion batteries
-
- H—ELECTRICITY
- H01—ELECTRIC ELEMENTS
- H01M—PROCESSES OR MEANS, e.g. BATTERIES, FOR THE DIRECT CONVERSION OF CHEMICAL ENERGY INTO ELECTRICAL ENERGY
- H01M10/00—Secondary cells; Manufacture thereof
- H01M10/42—Methods or arrangements for servicing or maintenance of secondary cells or secondary half-cells
- H01M10/48—Accumulators combined with arrangements for measuring, testing or indicating the condition of cells, e.g. the level or density of the electrolyte
-
- H—ELECTRICITY
- H01—ELECTRIC ELEMENTS
- H01M—PROCESSES OR MEANS, e.g. BATTERIES, FOR THE DIRECT CONVERSION OF CHEMICAL ENERGY INTO ELECTRICAL ENERGY
- H01M10/00—Secondary cells; Manufacture thereof
- H01M10/42—Methods or arrangements for servicing or maintenance of secondary cells or secondary half-cells
- H01M10/48—Accumulators combined with arrangements for measuring, testing or indicating the condition of cells, e.g. the level or density of the electrolyte
- H01M10/486—Accumulators combined with arrangements for measuring, testing or indicating the condition of cells, e.g. the level or density of the electrolyte for measuring temperature
-
- H—ELECTRICITY
- H01—ELECTRIC ELEMENTS
- H01M—PROCESSES OR MEANS, e.g. BATTERIES, FOR THE DIRECT CONVERSION OF CHEMICAL ENERGY INTO ELECTRICAL ENERGY
- H01M4/00—Electrodes
- H01M4/02—Electrodes composed of, or comprising, active material
-
- H—ELECTRICITY
- H01—ELECTRIC ELEMENTS
- H01M—PROCESSES OR MEANS, e.g. BATTERIES, FOR THE DIRECT CONVERSION OF CHEMICAL ENERGY INTO ELECTRICAL ENERGY
- H01M4/00—Electrodes
- H01M4/02—Electrodes composed of, or comprising, active material
- H01M2004/026—Electrodes composed of, or comprising, active material characterised by the polarity
- H01M2004/027—Negative electrodes
-
- H—ELECTRICITY
- H01—ELECTRIC ELEMENTS
- H01M—PROCESSES OR MEANS, e.g. BATTERIES, FOR THE DIRECT CONVERSION OF CHEMICAL ENERGY INTO ELECTRICAL ENERGY
- H01M4/00—Electrodes
- H01M4/02—Electrodes composed of, or comprising, active material
- H01M2004/026—Electrodes composed of, or comprising, active material characterised by the polarity
- H01M2004/028—Positive electrodes
-
- Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
- Y02—TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
- Y02E—REDUCTION OF GREENHOUSE GAS [GHG] EMISSIONS, RELATED TO ENERGY GENERATION, TRANSMISSION OR DISTRIBUTION
- Y02E60/00—Enabling technologies; Technologies with a potential or indirect contribution to GHG emissions mitigation
- Y02E60/10—Energy storage using batteries
-
- Y02E60/122—
Definitions
- the technology disclosed herein relates to a lithium ion battery residual capacity estimation device.
- a lithium ion battery capable of quicker charging and discharging than a hitherto widely-used lead battery is often mounted, aside from the lead battery, for the purpose of charging a large capacity of electric power generated during deceleration in a short time.
- Patent Document 1 discloses a technology of measuring the voltage and current of a lithium ion battery at two timings during engine startup and estimating degradation of each of the cathode and anode of the lithium ion battery based on the measurement.
- PATENT DOCUMENT 1 Japanese Unexamined Patent Publication No. 2014-44149
- the progress of degradation in the capacity of the lithium ion battery is not constant, it is necessary to estimate the degradation state on a short-term basis. Moreover, since the progress state of degradation over time is different between the cathode and anode of the lithium ion battery, it is necessary to estimate the capacity degradation for each of the cathode and the anode. For estimation of the capacity degradation of the cathode and anode of the lithium ion battery, it is necessary to detect the voltage and current of the lithium ion battery at two timings after the lithium ion battery has supplied electric power to the load. At this time, preferably, a current as large as possible flows from the lithium ion battery.
- the detection of the voltage and current of the lithium ion battery may fail if the engine startup is too fast. In this case, there is a possibility that estimation of the residual capacity of the lithium ion battery may not be performed correctly.
- an objective of the technology disclosed herein is improving the precision in the estimation of the residual capacity of a lithium ion battery mounted in a vehicle.
- the technology disclosed herein is directed to a lithium ion battery residual capacity estimation device that estimates a residual capacity of a lithium ion battery that starts an engine starter, including: a voltage sensor that detects a voltage of the lithium ion battery; a current sensor that detects a current of the lithium ion battery; and a control section that calculates resistance values of a cathode and anode of the lithium ion battery based on detected values of the voltage sensor and the current sensor at the time when a first time has elapsed, and detected values of the voltage sensor and the current sensor at the time when a second time that is longer than the first time has elapsed, from startup of the engine starter, and estimates the residual capacity of the lithium ion battery from increases over time in the resistance values of the cathode and the anode, wherein the control section starts the engine starter with the lithium ion battery under conditions under which the startup time of the engine starter will be longer when the last startup time of the engine starter is shorter than the second time or when a predetermined
- the startup time of the engine starter is extended when the past startup time of the engine starter is shorter than the second time or when a predetermined time period has elapsed from the last residual capacity estimation, whereby the voltage and current of the lithium ion battery at the time when the second time has elapsed from the startup of the engine starter are detectable. It is therefore possible to precisely estimate the residual capacity of the lithium ion battery.
- the control section may start the engine starter with the lithium ion battery even when the detected value of the voltage sensor is lower than a criterion value for starting the engine starter, to increase the startup time of the engine starter.
- the above lithium ion battery residual capacity estimation device may further include a temperature sensor that detects a water temperature of a radiator, wherein the control section may start the engine starter with the lithium ion battery even when a detected value of the temperature sensor is lower than a criterion value for starting the engine starter, to increase the startup time of the engine starter.
- the control section may start the engine starter with the lithium ion battery during warm restart after an idling stop of the engine, and further starts the engine starter with the lithium ion battery even during cold startup, to increase the startup time of the engine starter.
- the control section may start another starter different from the engine starter with the lithium ion battery by acting a power generation load on the another starter when the last startup time of the engine starter is shorter than the second time and a predetermined time period has elapsed from the last estimation of the residual capacity, and estimate the residual capacity of the lithium ion battery from the voltage value and current value of the lithium ion battery at this time.
- the control section may drive auxiliaries with the lithium ion battery when failing to start the engine starter with the lithium ion battery, and estimate the residual capacity of the lithium ion battery from the voltage value and current value of the lithium ion battery at this time.
- the control section may delay ignition timing of the engine to increase the startup time of the engine starter.
- FIG. 1 is a circuit diagram showing the electrical configuration of a vehicle power control device.
- FIG. 2 is a block diagram showing the connection of a control system.
- FIG. 3 is an equivalent circuit diagram of a lithium ion battery.
- FIG. 4 is a Nyquist diagram showing AC impedance characteristics of a lithium ion battery.
- FIG. 5 is a Nyquist diagram showing AC impedance characteristics of a cathode and an anode.
- FIG. 6 is a graph showing increases over time in cathode resistance and anode resistance.
- FIG. 7 is a graph showing degradation over time in cathode capacity and anode capacity.
- FIG. 8 is a flowchart showing a procedure of control (first control example) performed during startup of an engine.
- FIG. 9 is a flowchart showing a procedure of control (second control example) performed during startup of an engine.
- FIG. 10 is a flowchart showing a procedure of control (third control example) performed during startup of an engine.
- FIG. 11 is a flowchart showing a procedure of control (fourth control example) performed during startup of an engine.
- FIG. 12 is a flowchart showing a procedure of control (fifth control example) performed during startup of an engine.
- FIG. 1 is a circuit diagram showing the electrical configuration of a vehicle power control device.
- the vehicle shown in FIG. 1 includes: a belt-driven integrated starter/generator (B-ISG) 1 that generates electric power by being powered from a gasoline engine (hereinafter, also simply called an engine) not shown provided in an engine room; a battery 2 and a lithium ion battery (LiB) 3 that store the electric power generated by the B-ISG 1 ; a DC/DC converter 4 that steps down the electric power generated by the B-ISG 1 ; an electric load 5 constituted by various electric components that consume electric power; and a starter 6 that is driven during startup of the engine to crank the engine.
- the B-ISG 1 corresponds to an “engine starter” as defined in the claims
- the starter 6 corresponds to “another starter” as defined in the claims
- the electric load 5 corresponds to “auxiliaries” as defined in the claims.
- the B-ISG 1 coupled with an output axis of the engine via a pulley belt (not shown), generates electric power by rotating, in a magnetic field, a rotor that rotates in an interlocking manner with the output axis of the engine.
- the generated electric power is adjustable within the range up to 25 V maximum depending on an increase/decrease of the current applied to a field coil that generates the magnetic field.
- a rectifier (not shown) that converts the generated AC electric power into DC electric power is embedded. That is, the electric power generated by the B-ISG 1 is transmitted to various parts after being converted into DC by the rectifier.
- the B-ISG 1 receives supply of electric power from the LiB 3 , thereby operating as a starter to be able to start the engine.
- the battery 2 is a lead battery having a nominal voltage of 12 V general as an electric storage device for vehicles.
- the battery 2 has the following characteristics: while it is unsuitable for quick charging and discharging because it stores electric energy by chemical reaction, it is capable of storing a comparatively large amount of electric power because it easily secure a charging capacity.
- the LiB 3 is made of a plurality of lithium ion battery cells as the basic units coupled together to increase the capacity and is capable of charging up to 25 V maximum.
- the LiB 3 has the following characteristics: it is capable of comparatively quick charging and discharging and is small in internal resistance because, unlike the battery 2 , it stores electricity by physical absorption of lithium ions.
- the DC/DC converter 4 is of a switching type in which the voltage is changed by ON/OFF (switching operation) of an embedded switching element. Note that, in this embodiment, while the DC/DC converter 4 has a function of stepping down the voltage of the electric power supplied from the B-ISG 1 or LiB 3 side to the electric load 5 or battery 2 side (i.e., from the left to the right as viewed in FIG. 1 ) by switching operation, it doesn't have any other function than the above, such as a function of permitting supply of electric power in the direction opposite to the above (i.e., from the right to the left as viewed in FIG. 1 ) and a function of boosting the voltage.
- the B-ISG 1 and the LiB 3 are connected to each other via a first line 7 for power supply.
- a second line 8 is branched from the first line 7 , and the DC/DC converter 4 is placed midway on the second line 8 .
- a third line 9 is branched, via which the battery 2 and the second line 8 are connected to each other.
- a fourth line 10 is branched, via which the starter 6 and the battery 2 are connected to each other.
- a LiB cutoff relay 12 for interrupting the connection between the B-ISG 1 and the LiB 3 is placed at a position between the branching point of the second line 8 from the first line 7 and the LiB 3 .
- the LiB cutoff relay 12 is made switchable between ON state (closed: connected state) permitting supply of electric power from the B-ISG 1 to the LiB 3 and OFF state (open: cutoff state) cutting off the supply of electric power.
- a bypass line 11 is branched from the first line 7 in parallel with the second line 8 , and connected to a position of the second line 8 located on the output side with respect to the DC/DC converter 4 .
- the bypass line 11 connects the B-ISG 1 and the electric load 5 without intervention of the DC/DC converter 4 , and also connects the battery 2 and the LiB 3 without intervention of the DC/DC converter 4 .
- a bypass relay 13 is provided on the bypass line 11 to interrupt these connections.
- the bypass relay 13 is made switchable between ON state (closed: connected state) permitting supply of electric power via the bypass line 11 (bypassing the DC/DC converter 4 ) and OFF state (open: cutoff state) cutting off the supply of electric power.
- the electric load 5 includes an electric power assisted steering mechanism (hereinafter abbreviated as EPAS) 21 that assists driver's steering operation using driving force such as an electric motor, an air-conditioner 22 , an audio 23 , etc.
- EPAS 21 electric power assisted steering mechanism
- the electric loads such as the EPAS 21 , the air-conditioner 22 , and the audio 23 are connected to the first line 7 via the second line 8 with the DC/DC converter 4 provided thereon or via the bypass line 11 without the DC/DC converter 4 .
- a glow plug 26 is also included in the electric load 5 according to this embodiment, in addition to the electric loads such as the EPAS 21 .
- the glow plug 26 is a heater for warming a combustion chamber of the engine (gasoline engine in this embodiment) by electrical heating during cold startup of the engine. While the glow plug 26 is connected to the battery 2 in parallel with the starter 6 , a PTC heater 25 , which is a heater for warming the car interior by electrical heating and operates stably even at 25 V maximum, is placed on the B-ISG 1 and LiB 3 side with respect to the DC/DC converter 4 .
- FIG. 2 is a block diagram showing the connection of the control system.
- the components such as the B-ISG 1 , the DC/DC converter 4 , the starter 6 , the LiB cutoff relay 12 , the bypass relay 13 , and the electric load 5 (the EPAS 21 , the air-line conditioner 22 , the audio 23 , etc.) are connected with a controller 30 via various signal lines and controlled based on instructions from the controller 30 .
- the controller 30 is a microcomputer made of conventionally well-known CPU, ROM, RAM, etc. and corresponds to a “control section” as defined in the claims.
- the controller 30 is also connected with various sensors provided in the vehicle via signal lines. More specifically, the vehicle according to this embodiment is provided with a voltage sensor SN 1 , a current sensor SN 2 , a start switch sensor SN 3 , a temperature sensor SN 4 , etc., and configured so that information detected by these sensors is sequentially input into the controller 30 .
- the voltage sensor SN 1 is a sensor that detects the voltage of the LiB 3 as also shown in FIG. 1 .
- the current sensor SN 2 is a sensor that detects the current of the LiB 3 as also shown in FIG. 1 .
- the start switch sensor SN 3 is a sensor that detects that an ignition key not shown, which is operated by the driver when the engine is started or stopped, has been operated to an engine startup position.
- the temperature sensor SN 4 is a sensor that detects the water temperature of a radiator not shown.
- the controller 30 controls the amount of electric power generation by the B-ISG 1 and the operation of the B-ISG 1 as a starter, the voltage step-down operation by the DC/DC converter 4 , the drive/stop of the electric load 5 and the starter 6 , the ON/OFF operation of the relays 12 and 13 , etc., based on the input information from the sensors SN 1 to SN 4 , and estimates the residual capacity of the LiB 3 .
- FIG. 3 is an equivalent circuit diagram of a lithium ion battery.
- each of the cathode, the anode, the surface film (solid electrolyte interface (SEI)), etc. can be represented by a R-CPE (constant phase element) parallel circuit, and these R-CPE parallel circuits are connected in series.
- SEI solid electrolyte interface
- FIG. 4 is a Nyquist diagram showing the AC impedance characteristics of the lithium ion battery.
- the AC impedance characteristics of FIG. 4 include AC impedance characteristics of the R-CPE parallel circuits of the cathode, the anode, and the SEI in the equivalent circuit of FIG. 3 . Therefore, the AC impedance characteristics of FIG. 4 may be identified with the equivalent circuit of FIG. 3 , and the results may be analyzed for the cathode and the anode separately, to obtain AC impedance characteristics of the cathode and the anode.
- FIG. 5 is a Nyquist diagram showing the AC impedance characteristics of the cathode and the anode. As shown in FIG. 5 , the AC impedance characteristics are represented by a semicircular curve for each of the cathode and the anode.
- the cathode and the anode have inherent vertex frequencies f ca and f an , respectively, which are constant even if the lithium ion battery degrades over time.
- Time T 1 corresponds to a “first time” as defined in the claims
- time T 2 corresponds to a “second time” as defined in the claims. Note that, while the wording that the resistance is measured will be sometimes used hereinafter, this means that the resistance is calculated from the voltage and the current.
- FIG. 6 is a graph showing increases over time in cathode resistance and anode resistance. The graph of FIG. 6 was obtained using the initially-measured cathode resistance and anode resistance as the respective initial values (origins) and blotting subsequently-measured cathode resistances and anode resistances as relative values to the initial values.
- the capacity maintenance ratio ⁇ can be estimated from the initial values of the capacity maintenance ratios of the cathode and the anode and the rates of increase over time in cathode resistance and anode resistance.
- FIG. 7 is a graph showing degradation over time in cathode capacity and anode capacity. Since it is considered that a lithium ion battery is generally manufactured to be cathode-rich or anode-rich, the initial values ⁇ ca (0) and ⁇ an (0) of the capacity maintenance ratios of the cathode and the anode are different from each other. Also, the capacity maintenance ratios of the cathode and anode of the lithium ion battery degrade over time independently from each other according to equations (2) and (3).
- the part constituted by the controller 30 , the voltage sensor SN 1 , the current sensor SN 2 , and the temperature sensor SN 4 corresponds to the lithium ion battery residual capacity estimation device of this embodiment.
- the controller 30 estimates the residual capacity of the LiB 3 according to the method described above. Moreover, if the controller 30 judges that the capacity degradation of the LiB 3 has proceeded beyond the catalog specification from the estimation of the residual capacity of the LiB 3 , it can determine abnormality of the LiB 3 . More specifically, for lithium ion battery products, characteristics data in which the residual capacity is associated with the open-circuit voltage have been published as catalog values. The controller 30 can determine abnormality of the LiB 3 if the residual capacity of the LiB 3 calculated according to the above-described method is lower than the residual capacity obtained from the characteristics data by a predetermined value or more or by a predetermined rate or more.
- the cathode resistance and anode resistance of the LiB 3 For the estimation of the residual capacity of the LiB 3 according to the above-described method, it is necessary to measure the cathode resistance and anode resistance of the LiB 3 . For precise measurement of these resistances, it is preferable to detect the voltage and current of the LiB 3 at the timing when the LiB 3 outputs a large current. It is therefore preferable to detect the voltage and current of the LiB 3 at the timing when the B-ISG 1 is started with the LiB 3 .
- the lithium ion battery residual capacity estimation device of this embodiment calculates the rates of increase over time in cathode resistance and anode resistance by performing multiple linear regression analysis for the cathode resistances and the anode resistances measured at a plurality of past time points. Therefore, if the situation of failing to detect the voltage and current of the LiB 3 at the time when time T 2 has elapsed continues for a predetermined time period or longer, there is a possibility that the estimation precision of the residual capacity of the LiB 3 may decrease.
- the controller 30 next time starts the B-ISG 1 with the LiB 3 under conditions under which the startup time of the B-ISG 1 will be longer, or drives a load other than the B-ISG 1 , e.g., the electric load 5 with the LiB 3 , to permit detection of the voltage and current of the LiB 3 at the time when time T 2 has elapsed. Control examples by the controller 30 will be described hereinafter.
- FIG. 8 is a flowchart showing a procedure of control (first control example) performed by the controller 30 during startup of the engine.
- step S 1 When the ignition switch is turned ON in step S 1 , the voltage sensor SN 1 and the current sensor SN 2 start detection of the voltage V and current I of the LiB 3 , and the temperature sensor SN 4 starts detection of the temperature (water temperature of the radiator) T in step S 2 .
- the controller 30 determines whether or not the start switch has been turned ON (that is, whether or not the driver has conducted the operation of starting the engine) based on input information from the start switch sensor SN 3 in step S 3 . If the determination result is NO, the process returns to step S 2 , in which the voltage sensor SN 1 , the current sensor SN 2 , and the temperature sensor SN 4 continue the detection of the voltage V, the current I, and the temperature T. If the determination result is YES, the process proceeds to step S 4 .
- step S 4 the controller 30 determines whether or not the last startup time of the B-ISG 1 is shorter than time T 2 , or whether or not a predetermined time period has elapsed from the last estimation of the residual capacity of the LiB 3 . That the last startup time of the B-ISG 1 is shorter than time T 2 means that the estimation of the residual capacity of the LiB 3 during the last engine startup has failed, or that the estimation of the residual capacity of the LiB 3 has been performed from the voltage and current of the LiB 3 at the time when the electric load 5 , which is smaller in current consumption than the B-ISG 1 , has been driven with the LiB 3 .
- step S 4 the controller 30 compares the voltage V of the LiB 3 (the detected value of the voltage sensor SN 1 ) with a criterion value Va in step S 5 . If V>Va (YES in step S 5 ), the controller 30 starts the B-ISG 1 with the LiB 3 in step S 6 .
- the criterion value Va as the criterion for the startup of the B-ISG 1 with the LiB 3 is provided because, if the voltage of the LiB 3 is excessively low, it is unable to start the B-ISG 1 with the LiB 3 .
- V ⁇ Va NO in step S 5
- the controller 30 judging that it is unable to start the B-ISG 1 with the LiB 3 , starts the starter 6 with the battery 2 in step S 7 .
- step S 4 the controller 30 compares the voltage V of the LiB 3 (the detected value of the voltage sensor SN 1 ) with another criterion value Vb in step S 8 .
- the criterion value Vb is set to be lower than the criterion value Va. If V>Vb (YES in step S 8 ), the controller 30 starts the B-ISG 1 with the LiB 3 in step S 6 . That is, the criterion for the startup of the B-ISG 1 with the LiB 3 is relaxed, to permit use of the LiB 3 to start the B-ISG 1 even though the voltage V of the LiB 3 is low to a certain extent.
- step S 8 the controller 30 , judging that it is unable to start the B-ISG 1 with the LiB 3 even if the relaxed criterion is applied, starts the starter 6 with the battery 2 in step S 7 .
- the controller 30 determines whether or not the startup time of the B-ISG 1 is T 2 or longer in step S 9 . If the startup time of the B-ISG 1 is T 2 or longer (YES in step S 9 ), the controller 30 acquires, from the voltage sensor SN 1 and the current sensor SN 2 , the detected values of the voltage V and current I of the LiB 3 at the time when time T 1 has elapsed, and the detected values of the voltage V and current I of the LiB 3 at the time when time T 2 has elapsed, since the LiB 3 has started supply of electric power to the B-ISG 1 , in step S 10 .
- the controller 30 supplies the electric power of the LiB 3 to the electric load 5 via the DC/DC converter 4 , to drive the electric load 5 with the LiB 3 in step S 11 .
- the current of the LiB 3 for driving the electric load 5 is smaller than that for starting the B-ISG 1 , it is possible to detect the voltage and current of the LiB 3 at the time when the LiB 3 supplies electric power to the load.
- step S 12 the controller 30 acquires, from the voltage sensor SN 1 and the current sensor SN 2 , the detected values of the voltage V and current I of the LiB 3 at the time when time T 1 has passed, and the detected values of the voltage V and current I of the LiB 3 at the time when time T 2 has passed, since the LiB 3 has started supply of electric power to the electric load 5 .
- step S 13 the controller 30 calculates the resistance values of the cathode and anode of the LiB 3 based on the voltage V and current I of the LiB 3 acquired in step S 10 or step S 12 , and estimates the residual capacity of the LiB 3 from increases over time in the resistance values of the cathode and the anode. Once succeeding in estimating the residual capacity of the LiB 3 , the controller 30 can determine abnormality of the LiB 3 and notify the driver of this determination.
- FIG. 9 is a flowchart showing a procedure of control (second control example) performed by the controller 30 during startup of the engine. Note that description will be omitted for the same points as the first control example, and only points different from the first control example will be described hereinafter.
- While which one, the B-ISG 1 or the starter 6 , should be used to start the engine is decided based on the voltage of the LiB 3 in the first control example, it is decided based on the water temperature of the radiator in the second control example. That is, in the second control example, step S 5 and step S 8 in the first control example are replaced with step S 15 and step S 18 .
- step S 4 The operations from step S 1 through step S 4 are the same as the first control example. If the determination result is NO in step S 4 , the controller 30 compares the water temperature T of the radiator (the detected value of the temperature sensor SN 4 ) with a criterion value Ta in step S 15 . If T>Ta (YES in step S 15 ), the controller 30 starts the B-ISG 1 with the LiB 3 in step S 6 .
- the criterion value Ta as the criterion for the startup of the B-ISG 1 with the LiB 3 is provided because, if the B-ISG 1 is started in the state where the engine temperature is excessively low, slipping of the belt of the B-ISG 1 may occur, which is unfavorable. If T ⁇ Ta (NO in step S 15 ), the controller 30 judges that it is unable to start the B-ISG 1 with the LiB 3 , and starts the starter 6 with the battery 2 in step S 7 .
- step S 4 the controller 30 compares the water temperature T of the radiator (the detected value of the temperature sensor SN 4 ) with another criterion value Tb in step S 18 .
- the criterion value Tb is set to be lower than the criterion value Ta. If T>Tb (YES in step S 18 ), the controller 30 starts the B-ISG 1 with the LiB 3 in step S 6 . That is, the criterion for the startup of the B-ISG 1 with the LiB 3 is relaxed, to permit use of the LiB 3 to start the B-ISG 1 even though the engine temperature is low to a certain extent.
- step S 18 the controller 30 , judging that it is unable to start the B-ISG 1 with the LiB 3 even if the relaxed criterion is applied, starts the starter 6 with the battery 2 in step S 7 .
- Subsequent steps S 9 through step S 13 are the same as the first control example.
- FIG. 10 is a flowchart showing a procedure of control (third control example) performed by the controller 30 during startup of the engine. Note that description will be omitted for the same points as the first control example, and only points different from the first control example will be described hereinafter.
- the third control example is a control example applicable to such vehicles that use the B-ISG 1 for warm restart after an idling stop.
- the third control example omits step S 8 in the first control example, replaces step S 5 with step S 25 , and newly provides step S 21 .
- Steps S 1 through S 4 are the same as the first control example. Apart from the ON operation of the ignition in step S 1 , when warm restart after an idling stop is indicated in step S 21 , the controller 30 starts the B-ISG 1 with the LiB 3 in step S 6 .
- step S 4 the controller 30 determines whether or not the engine is to be cold-started in step S 25 . If cold startup (YES in step S 25 ), the controller 30 starts the starter 6 with the battery 2 to start the engine in step S 7 . If not cold startup (NO in step S 25 ), the controller 30 starts the B-ISG 1 with the LiB 3 to start the engine in step S 6 .
- step S 4 the controller 30 starts the B-ISG 1 with the LiB 3 to start the engine in step S 6 without determining whether or not the engine is to be cold-started. That is, even if the engine is to be cold-started, the controller 30 does not start the starter 6 with the battery 2 , but starts the ISG 1 with the LiB 3 , to start the engine. Subsequent steps S 9 through S 13 are the same as the first control example.
- FIG. 11 is a flowchart showing a procedure of control (fourth control example) performed by the controller 30 during startup of the engine. Note that description will be omitted for the same points as the first control example, and only points different from the first control example will be described hereinafter.
- the LiB 3 is capable of, not only starting the B-ISG 1 , but also starting the starter 6 by supplying electric power to the starter 6 via the DC/DC converter 4 .
- the starter 6 may be started with the LiB 3 to detect the voltage and current of the LiB 3 at this startup.
- the fourth control example omits step S 5 and step S 8 in the first control example, and replaces step S 7 , step S 9 , and step S 10 with step S 17 , step S 19 , and step S 20 , respectively.
- Steps S 1 through S 4 are the same as the first control example. If the determination result is NO in step S 4 , the controller 30 starts the B-ISG 1 with the LiB 3 . If the determination result is YES in step S 4 , the controller 30 starts the starter 6 with the LiB 3 in step S 17 . At this time, a power generation load is acted on the starter 6 to permit supply of a large current from the LiB 3 .
- the controller 30 determines whether or not the startup time of the B-ISG 1 or the starter 6 is T 2 or longer in step S 19 .
- the controller 30 acquires, from the voltage sensor SN 1 and the current sensor SN 2 , the detected values of the voltage V and current I of the LiB 3 at the time when time T 1 has elapsed, and the detected values of the voltage V and current I of the LiB 3 at the time when time T 2 has elapsed, since the LiB 3 has started supply of electric power to the B-ISG 1 or the starter 6 , in step S 20 .
- step S 19 If the startup time of the B-ISG 1 or the starter 6 is short of T 2 in step S 19 (NO in step S 19 ), the controller 30 supplies the electric power of the LiB 3 to the electric load 5 via the DC/DC converter 4 , to drive the electric load 5 with the LiB 3 in step S 11 . Subsequent steps S 11 through S 13 are the same as the first control example.
- FIG. 12 is a flowchart showing a procedure of control (fifth control example) performed by the controller 30 during startup of the engine. Note that description will be omitted for the same points as the first control example, and only points different from the first control example will be described hereinafter.
- the fifth control example omits step S 5 , step S 7 , and step S 8 in the first control example, and provides step S 16 .
- Steps S 1 through S 4 are the same as the first control example. If the determination result is NO in step S 4 , the controller 30 starts the B-ISG 1 with the LiB 3 in step S 6 . If it is YES in step S 4 , the controller 30 starts the B-ISG 1 with the LiB 3 delaying the ignition timing of the engine in step S 16 . Subsequent steps S 9 through S 13 are the same as the first control example.
- the lithium ion battery residual capacity estimation device that estimates the residual capacity of the LiB 3 that starts the B-ISG 1 includes: the voltage sensor SN 1 that detects the voltage of the LiB 3 ; the current sensor SN 2 that detects the current of the LiB 3 ; and the controller 30 that calculates resistance values of the cathode and anode of the LiB 3 based on the detected values of the voltage sensor SN 1 and the current sensor SN 2 at the time when time T 1 has elapsed, and the detected values of the voltage sensor SN 1 and the current sensor SN 2 at the time when time T 2 , longer than time T 1 , has elapsed, from the startup of the B-ISG 1 , and estimates the residual capacity of the LiB 3 from increases over time in the resistance values of the cathode and the anode.
- the controller 30 starts the B-ISG 1 with the LiB 3 under conditions under which the startup time of the B-ISG 1 will be longer when the last startup time of the B-ISG 1 is shorter than time T 2 or when a predetermined time period has elapsed from the last estimation of the residual capacity.
- the startup time of the B-ISG 1 is extended when the last startup time of the B-ISG 1 is shorter than time T 2 or when a predetermined time period has elapsed from the last estimation of the residual capacity, it is possible to detect the voltage and current of the LiB 3 at the time when time T 2 has elapsed from the startup of the B-ISG 1 . This makes it possible to precisely estimate the residual capacity of the LiB 3 .
- the technology disclosed herein is useful as a lithium ion battery residual capacity estimation device.
- LiB lithium ion battery
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Abstract
Description
SOH=η×SOH(0) (1)
where SOH(0) is the residual capacity of the lithium ion battery in its initial (new) state and η is the capacity maintenance ratio. That is, the capacity degradation of the lithium ion battery can be grasped as a decrease in capacity maintenance ratio η. The capacity maintenance ratio η can be estimated from the initial values of the capacity maintenance ratios of the cathode and the anode and the rates of increase over time in cathode resistance and anode resistance. The capacity maintenance ratios ηca and ηan of the cathode and anode of the lithium ion battery are expressed by
ηca =f ca(t)+ηca (0) (2)
ηan =f an(t)+ηan (0) (3)
where ηca (0) and ηan (0) are the initial values of the capacity maintenance ratios of the cathode and the anode and fca(t) and fan(t) are the functions that convert the rates of increase over time in cathode resistance and anode resistance into the rates of capacity decrease (functions having time t as an argument).
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| JP2015-254575 | 2015-12-25 | ||
| JP2015254575A JP6323441B2 (en) | 2015-12-25 | 2015-12-25 | Lithium-ion battery remaining capacity estimation device |
| PCT/JP2016/086052 WO2017110437A1 (en) | 2015-12-25 | 2016-12-05 | Lithium ion battery residual capacity estimation device |
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| US20180259584A1 US20180259584A1 (en) | 2018-09-13 |
| US10782353B2 true US10782353B2 (en) | 2020-09-22 |
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| US15/759,460 Active 2037-09-19 US10782353B2 (en) | 2015-12-25 | 2016-12-05 | Lithium ion battery residual capacity estimation device |
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| US (1) | US10782353B2 (en) |
| JP (1) | JP6323441B2 (en) |
| CN (1) | CN108431616B (en) |
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| JP6311746B2 (en) * | 2016-06-21 | 2018-04-18 | マツダ株式会社 | Diagnostic device and control device for lithium ion battery |
| JP7021570B2 (en) * | 2018-03-09 | 2022-02-17 | マツダ株式会社 | Vehicle power control device |
| JP7115035B2 (en) * | 2018-05-25 | 2022-08-09 | 株式会社デンソー | Battery life estimator |
| EP3812782B1 (en) | 2019-10-23 | 2022-09-14 | Novum engineerING GmbH | Estimating a temperature of an electrochemical battery |
| EP3812779B1 (en) | 2019-10-23 | 2022-09-28 | Novum engineerING GmbH | Analyzing electrical impedance measurements of an electrochemical battery |
| EP3812783B1 (en) | 2019-10-23 | 2024-11-27 | Novum engineerING GmbH | Estimating a battery state from electrical impedance measurements using convolutional neural network means |
| EP3812781B1 (en) | 2019-10-23 | 2022-11-30 | Novum engineerING GmbH | Estimating a battery state of an electrochemical battery |
| EP3812780B1 (en) | 2019-10-23 | 2022-09-28 | Novum engineerING GmbH | Estimating a battery state from gradients of electrical impedance measurements |
| CN111220915B (en) * | 2020-01-20 | 2021-05-11 | 东风汽车集团有限公司 | Method and device for detecting low battery power of automobile battery |
| KR102620174B1 (en) * | 2022-09-02 | 2024-01-02 | 주식회사 엘지에너지솔루션 | Battery diagnosis apparatus, battery inspection ssytem, and battery diagnosis method |
| JPWO2024185679A1 (en) * | 2023-03-09 | 2024-09-12 |
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| US20180259584A1 (en) | 2018-09-13 |
| JP2017116481A (en) | 2017-06-29 |
| CN108431616A (en) | 2018-08-21 |
| DE112016003789T5 (en) | 2018-05-03 |
| CN108431616B (en) | 2020-06-26 |
| WO2017110437A1 (en) | 2017-06-29 |
| JP6323441B2 (en) | 2018-05-16 |
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